{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "不管是拆借还是dr001、dr007,这个指标有预见性的。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "049cec8f3e544ded8ace069f08fc9f16",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/10 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "aeee9d572c9a434eae9bb57f0cab54d7",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/10 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "574d7fe3ba4346deab0e896e3ceee96b",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/10 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2025-02-18\n",
      "             日期     10年\n",
      "386  2025-07-11  1.6653\n",
      "387  2025-07-14  1.6726\n",
      "392  2025-07-15  1.6557\n",
      "395  2025-07-16  1.6617\n",
      "398  2025-07-17  1.6630\n",
      "401  2025-07-18  1.6652\n",
      "402  2025-07-21  1.6774\n",
      "407  2025-07-22  1.6907\n",
      "410  2025-07-23  1.7041\n",
      "413  2025-07-24  1.7376\n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "ename": "",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31mThe Kernel crashed while executing code in the current cell or a previous cell. \n",
      "\u001b[1;31mPlease review the code in the cell(s) to identify a possible cause of the failure. \n",
      "\u001b[1;31mClick <a href='https://aka.ms/vscodeJupyterKernelCrash'>here</a> for more info. \n",
      "\u001b[1;31mView Jupyter <a href='command:jupyter.viewOutput'>log</a> for further details."
     ]
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import datetime\n",
    "\n",
    "\n",
    "days = 22 * 1 * 5\n",
    "\n",
    "# 获取银行间隔夜加权利率R001数据（这里代码被注释掉了，如果需要可以取消注释并调整使用方式）\n",
    "# r001_data = ak.shibor_hist(symbol=\"r001\", start_date=\"2023-12-09\", end_date=\"2024-12-09\")\n",
    "\n",
    "# 获取上海银行同业拆借市场Shibor人民币隔夜利率数据，并取最近days天的数据\n",
    "rate_interbank_overnight_df = ak.rate_interbank(market=\"上海银行同业拆借市场\", symbol=\"Shibor人民币\", indicator=\"隔夜\").tail(days)\n",
    "# 获取上海银行同业拆借市场Shibor人民币7天利率数据，并取最近days天的数据\n",
    "rate_interbank_7days_df = ak.rate_interbank(market=\"上海银行同业拆借市场\", symbol=\"Shibor人民币\", indicator=\"1周\").tail(days)\n",
    "# 获取上海银行同业拆借市场Shibor人民币1个月利率数据，并取最近days天的数据\n",
    "rate_interbank_1month_df = ak.rate_interbank(market=\"上海银行同业拆借市场\", symbol=\"Shibor人民币\", indicator=\"1月\").tail(days)\n",
    "# 获取上海银行同业拆借市场Shibor人民币3个月利率数据，并取最近days天的数据\n",
    "# rate_interbank_3months_df = ak.rate_interbank(market=\"上海银行同业拆借市场\", symbol=\"Shibor人民币\", indicator=\"3月\").tail(days)\n",
    "\n",
    "# 将各数据的日期列（报告日）设置为索引\n",
    "rate_interbank_overnight_df.set_index('报告日', inplace=True)\n",
    "rate_interbank_7days_df.set_index('报告日', inplace=True)\n",
    "rate_interbank_1month_df.set_index('报告日', inplace=True)\n",
    "# rate_interbank_3months_df.set_index('报告日', inplace=True)\n",
    "\n",
    "# 获取当前日期\n",
    "end_date = datetime.datetime.now()\n",
    "end_date_str = end_date.strftime('%Y%m%d')\n",
    "# 获取十年国债收益率数据，设置起始时间为rate_interbank_overnight_df最早的日期（即.head(1)对应的日期）\n",
    "# 这里假设ak.bond_china_yield接口可获取国债收益率数据且日期列名为'date'，'10年'列为十年国债收益率，按需调整\n",
    "print(rate_interbank_overnight_df.index[0])\n",
    "start_date = rate_interbank_overnight_df.index[0]\n",
    "yield_ary = [\n",
    "  # ak.bond_china_yield(start_date='20200101', end_date='20201231'),\n",
    "  # ak.bond_china_yield(start_date='20210101', end_date='20211231'),\n",
    "  # ak.bond_china_yield(start_date='20220101', end_date='20221231'),\n",
    "  # ak.bond_china_yield(start_date='20230101', end_date='20231231'),\n",
    "  # ak.bond_china_yield(start_date='20240101', end_date='20241231'),\n",
    "  ak.bond_china_yield(start_date='20250101', end_date=end_date_str)\n",
    "]\n",
    "bond_yield_data = pd.concat(yield_ary, ignore_index=True)\n",
    "bond_yield_data = bond_yield_data.loc[(bond_yield_data['曲线名称'] == '中债国债收益率曲线') & (bond_yield_data['日期'] > start_date), ['日期', '10年']]\n",
    "print(bond_yield_data.tail(10))\n",
    "bond_yield_data.set_index('日期', inplace=True)\n",
    "\n",
    "# 绘制曲线图\n",
    "plt.figure(figsize=(18, 6))  # 设置图形大小，可根据需要调整\n",
    "# 绘制Shibor人民币隔夜利率曲线，颜色设置为蓝色\n",
    "plt.plot(rate_interbank_overnight_df.index, rate_interbank_overnight_df['利率'], label='Shibor人民币隔夜', color='blue')\n",
    "# 绘制Shibor人民币7天利率曲线，颜色设置为绿色\n",
    "plt.plot(rate_interbank_7days_df.index, rate_interbank_7days_df['利率'], label='Shibor人民币7天', color='green')\n",
    "# 绘制Shibor人民币1个月利率曲线，颜色设置为橙色\n",
    "plt.plot(rate_interbank_1month_df.index, rate_interbank_1month_df['利率'], label='Shibor人民币1个月', color='orange')\n",
    "# 绘制Shibor人民币3个月利率曲线，颜色设置为红色\n",
    "# plt.plot(rate_interbank_3months_df.index, rate_interbank_3months_df['利率'], label='Shibor人民币3个月', color='red')\n",
    "# 绘制十年国债收益率曲线，颜色设置为紫色，这里假设列名为'10年'，按需调整\n",
    "plt.plot(bond_yield_data.index, bond_yield_data['10年'], label='十年国债收益率', color='purple')\n",
    "\n",
    "plt.xlabel('报告日')\n",
    "plt.ylabel('利率')\n",
    "plt.title('最近{0}天上海银行同业拆借市场不同期限利率走势'.format(days))\n",
    "plt.xticks(rotation=45)\n",
    "plt.legend()  # 显示图例，区分不同曲线\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
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   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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